Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_svi.py
ClassName: none
Testname: test_beta_bernoulli
Params: param1,68,29,ParamType.ITER,1000
Assertion: assert_allclose(params['alpha_q'] / (params['alpha_q'] + params['beta_q']), 0.8, atol=0.05, rtol=0.05)
Original runtime: 14.804
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_1000
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Timings: Avg: 10.977333333333336, Max: 15.67, Min: 9.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.977333333333336, Max: 15.67, Min: 9.06
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.977333333333336
Score: 10.977333333333336
Best-score: 10.977333333333336
Best-param: {'param1': 1000}
>>Setting original runtime to 10.977333333333336
Optimization Iteration: 1
Running with params: {'param1': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.921333333333333, Max: 15.68, Min: 9.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.921333333333333, Max: 15.68, Min: 9.07
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.921333333333333
Score: 10.921333333333333
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 2
Running with params: {'param1': 730}
Higher iteration... returning...
Optimization Iteration: 3
Running with params: {'param1': 580}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_580
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.945333333333334, Max: 15.58, Min: 9.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.945333333333334, Max: 15.58, Min: 9.09
Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.945333333333334
Score: 10.945333333333334
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 4
Running with params: {'param1': 510}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_510
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.952000000000002, Max: 15.67, Min: 9.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.952000000000002, Max: 15.67, Min: 9.12
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.952000000000002
Score: 10.952000000000002
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 5
Running with params: {'param1': 350}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_350
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.020999999999997, Max: 15.76, Min: 9.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.020999999999997, Max: 15.76, Min: 9.1
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 6
Running with params: {'param1': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.010333333333332, Max: 15.75, Min: 9.19
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 7
Running with params: {'param1': 340}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_340
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.936666666666667, Max: 15.590000000000002, Min: 9.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.936666666666667, Max: 15.590000000000002, Min: 9.09
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.936666666666667
Score: 10.936666666666667
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 8
Running with params: {'param1': 830}
Higher iteration... returning...
Optimization Iteration: 9
Running with params: {'param1': 430}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_430
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.932333333333334, Max: 15.61, Min: 9.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.932333333333334, Max: 15.61, Min: 9.06
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.932333333333334
Score: 10.932333333333334
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 10
Running with params: {'param1': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_210
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.939, Max: 15.67, Min: 9.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.939, Max: 15.67, Min: 9.08
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.939
Score: 10.939
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 11
Running with params: {'param1': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_190
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.005333333333333, Max: 15.66, Min: 9.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.005333333333333, Max: 15.66, Min: 9.12
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 12
Running with params: {'param1': 350}
Optimization Iteration: 13
Running with params: {'param1': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.990999999999998, Max: 15.73, Min: 9.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.990999999999998, Max: 15.73, Min: 9.15
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 14
Running with params: {'param1': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.163333333333334, Max: 15.76, Min: 9.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.163333333333334, Max: 15.76, Min: 9.3
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 15
Running with params: {'param1': 120}
Optimization Iteration: 16
Running with params: {'param1': 940}
Higher iteration... returning...
Optimization Iteration: 17
Running with params: {'param1': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_140
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.327666666666664, Max: 15.75, Min: 9.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.327666666666664, Max: 15.75, Min: 9.28
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 18
Running with params: {'param1': 130}
Optimization Iteration: 19
Running with params: {'param1': 450}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_450
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.106666666666664, Max: 15.68, Min: 9.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.106666666666664, Max: 15.68, Min: 9.13
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.106666666666664
Score: 11.106666666666664
Best-score: 10.921333333333333
Best-param: {'param1': 700}
Optimization Iteration: 20
Running with params: {'param1': 730}
Higher iteration... returning...
Optimization Iteration: 21
Running with params: {'param1': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_230
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.910666666666668, Max: 15.67, Min: 9.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.910666666666668, Max: 15.67, Min: 9.1
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.910666666666668
Score: 10.910666666666668
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 22
Running with params: {'param1': 250}
Higher iteration... returning...
Optimization Iteration: 23
Running with params: {'param1': 280}
Higher iteration... returning...
Optimization Iteration: 24
Running with params: {'param1': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_170
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.002666666666668, Max: 15.69, Min: 9.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.002666666666668, Max: 15.69, Min: 9.04
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 25
Running with params: {'param1': 230}
Optimization Iteration: 26
Running with params: {'param1': 250}
Higher iteration... returning...
Optimization Iteration: 27
Running with params: {'param1': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_160
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.997000000000002, Max: 15.75, Min: 9.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.997000000000002, Max: 15.75, Min: 9.13
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 28
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Optimization Iteration: 35
Running with params: {'param1': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_220
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.942, Max: 15.56, Min: 9.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.942, Max: 15.56, Min: 9.06
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.942
Score: 10.942
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 36
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Optimization Iteration: 37
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Optimization Iteration: 42
Running with params: {'param1': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_150
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.994333333333335, Max: 15.700000000000001, Min: 9.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.994333333333335, Max: 15.700000000000001, Min: 9.11
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 43
Running with params: {'param1': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.005333333333335, Max: 15.76, Min: 9.12
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 44
Running with params: {'param1': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.985999999999999, Max: 15.67, Min: 9.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.985999999999999, Max: 15.67, Min: 9.16
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 45
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Optimization Iteration: 64
Running with params: {'param1': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597603510/assert_93745572_180
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.008999999999999, Max: 15.77, Min: 9.139999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.008999999999999, Max: 15.77, Min: 9.139999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.910666666666668
Best-param: {'param1': 230}
Optimization Iteration: 65
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Upto iteration 100: {'param1': 230.0}
Breaking...
{'param1': 230.0}
Best score: 10.910666666666668
Repeated params: 38
Trials: 101
Best param {'param1': 230.0}
Reduction: 0.6073120369245857%
Speedup: 1.006110228522547x
Optimizer time: 587.2830767631531
